#!/bin/bash # # A simple script to build the Docker images. # Adapted to generate Dockerfile for Seldon # https://github.com/SeldonIO/seldon-core/blob/master/docs/wrappers/python-docker.md # # This is intended to be invoked as a step in Argo to build the docker image. # build_image.sh ${DOCKERFILE} ${IMAGE} ${TAG} set -ex DOCKERFILE=$1 IMAGE=$2 TAG=$3 CONTEXT_DIR=$(dirname "$DOCKERFILE") PROJECT="${GCP_PROJECT}" # Wait for the Docker daemon to be available. until docker ps do sleep 3 done gcloud auth activate-service-account --key-file=${GOOGLE_APPLICATION_CREDENTIALS} cd $CONTEXT_DIR echo "Generate Seldon Dockerfile and artifacts" docker run -v ${CONTEXT_DIR}:/my_model seldonio/core-python-wrapper:0.7 /my_model mnistddpserving ${TAG} ${IMAGE} --grpc --force echo "GCP Project: "$PROJECT cd build echo "Building image using gcloud build" gcloud builds submit --tag=${IMAGE}:${TAG} --project=${PROJECT} . echo "Finished building image"